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Applying Generalized Linear Models

by James K. Lindsey
Save 35% Save 35%
Current price ₹6,540.00
Original price ₹10,061.00
Original price ₹10,061.00
Original price ₹10,061.00
(-35%)
₹6,540.00
Current price ₹6,540.00

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Book cover type: Hardcover
  • ISBN13: 9780387982182
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 256
  • Original Price: EUR 89.99
  • Language: English
  • Edition: N/A
  • Item Weight: 531 grams
  • BISAC Subject(s): Probability & Statistics / General and Biostatistics

From the Back Cover
Applying Generalized Linear Models describes how generalized linear modelling procedures can be used for statistical modelling in many different fields, without becoming lost in problems of statistical inference. Many students, even in relatively advanced statistics courses, do not have an overview whereby they can see that the three areas - linear normal, categorical, and survival models - have much in common. The author shows the unity of many of the commonly used models and provides the reader with a taste of many different areas, such as survival models, time series, and spatial analysis. This book should appeal to applied statisticians and to scientists with a basic grounding in modern statistics. With the many exercises included at the ends of chapters, it will be an excellent text for teaching the fundamental uses of statistical modelling. The reader is assumed to have knowledge of basic statistical principles, whether from a Bayesian, frequentist, or direct likelihood point of view, and should be familiar at least with the analysis of the simpler normal linear models, regression, and ANOVA.

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